Job Description

In association with the creation of a new group in Geometry, Dynamics, and Learning at the Division of Mathematical Sciences we have an opening at the Assistant/Associate Professor level. We envision to foster the development of new methods coming from Geometry, Topology, Dynamical Systems, and Stochastics for the solution of problems in Machine Learning, Artificial Intelligence, Mechanical Control, Shape Analysis, and Robotics. More generally, we are interested in hiring new colleagues bringing expertise in computational statistics, mathematical modelling, and numerical integration using geometric and variational approaches. NTU provides a rich environment for interdisciplinary collaborations in these areas, including the Robotics Research Centre, the Division of Physics and Applied Physics, the Asian School of the Environment, and the Computational Intelligence research lab at the School of Computer Science and Engineering. Candidates should have a Ph.D. degree in Mathematics, Applied Mathematics, Statistics, or closely related fields. Areas and priorities that we wish to develop and support through this appointment include:

• Mathematical foundations of learning theory and artificial intelligence
• Topological and geometric data analysis
• Mathematical modeling methods for mechanical systems, robotics, time series analysis, and forecasting
• Numerical and stochastic methods for applications in mechanics, control, mathematical systems theory, financial econometrics, and/or the biomedical sciences
• Machine learning of dynamic processes
• Numerical methods for mechanical systems, variational integrators
• High dimensional methods and numerics for nonlinear systems
• Statistics and computational statistics

The College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability. Hiring Institution: NTU In line with Singapore’s nationwide Vaccination-Differentiated Safe Management Measures (VDS), employees must be fully vaccinated to return to the workplace, unless certified to be medically ineligible. For Information on VDS, please click here .